Stalking the materials genome: a data‐driven approach to the virtual design of nanostructured polymers CM Breneman, LC Brinson, LS Schadler, B Natarajan, M Krein, K Wu, ... Advanced functional materials 23 (46), 5746-5752, 2013 | 94 | 2013 |
Investigation of dielectric breakdown in silica-epoxy nanocomposites using designed interfaces M Bell, T Krentz, JK Nelson, L Schadler, K Wu, C Breneman, S Zhao, ... Journal of colloid and interface science 495, 130-139, 2017 | 53 | 2017 |
Prediction of polymer properties using infinite chain descriptors (ICD) and machine learning: Toward optimized dielectric polymeric materials K Wu, N Sukumar, NA Lanzillo, C Wang, R “Rampi” Ramprasad, R Ma, ... Journal of Polymer Science Part B: Polymer Physics 54 (20), 2082-2091, 2016 | 47 | 2016 |
New group IV chemical motifs for improved dielectric permittivity of polyethylene G Pilania, CC Wang, K Wu, N Sukumar, C Breneman, G Sotzing, ... Journal of chemical information and modeling 53 (4), 879-886, 2013 | 42 | 2013 |
The effect of Cu2+ chelation on the direct photolysis of oxytetracycline: A study assisted by spectroscopy analysis and DFT calculation X Jin, S Qiu, K Wu, M Jia, F Wang, C Gu, A Zhang, X Jiang Environmental Pollution 214, 831-839, 2016 | 38 | 2016 |
Experimental and theoretical study on molecular structure and FT-IR, Raman, NMR spectra of 4, 4′-dibromodiphenyl ether S Qiu, X Tan, K Wu, A Zhang, S Han, L Wang Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 76 (5 …, 2010 | 37 | 2010 |
The effects of nanoparticles and organic additives with controlled dispersion on dielectric properties of polymers: Charge trapping and impact excitation Y Huang, K Wu, M Bell, A Oakes, T Ratcliff, NA Lanzillo, C Breneman, ... Journal of Applied Physics 120 (5), 2016 | 30 | 2016 |
Prediction of interface dielectric relaxations in bimodal brush functionalized epoxy nanodielectrics by finite element analysis method Y Huang, TM Krentz, JK Nelson, LS Schadler, Y Li, H Zhao, LC Brinson, ... 2014 IEEE Conference on Electrical Insulation and Dielectric Phenomena …, 2014 | 21 | 2014 |
Vibrational spectroscopic investigation and DFT studies on 2, 2′, 4, 4′-tetrabromodiphenyl ether S Qiu, L Liu, X Jin, A Zhang, K Wu, L Wang Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 77 (3 …, 2010 | 18 | 2010 |
Network classification using adjacency matrix embeddings and deep learning K Wu, P Watters, M Magdon-Ismail 2016 IEEE/ACM International Conference on Advances in Social Networks …, 2016 | 15 | 2016 |
From drug discovery QSAR to predictive materials QSPR: the evolution of descriptors, methods, and models K Wu, B Natarajan, L Morkowchuk, M Krein, CM Breneman Informatics for materials science and engineering, 385-422, 2013 | 14 | 2013 |
Rampi K Wu, N Sukumar, N Lanzillo, C Wang Ramprasad, R, 2082-2091, 2016 | 11 | 2016 |
Node-by-node greedy deep learning for interpretable features K Wu, M Magdon-Ismail arXiv preprint arXiv:1602.06183, 2016 | 7 | 2016 |
Successes and challenges in polymer materials informatics: Where are we now, and where can we be? C Breneman, K Wu, L Schadler, C Brinson, R Ramprasad, S Kumar ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY 250, 2015 | | 2015 |
Decrypting the materials genome with materials informatics: One length-scale at a time CM Breneman, K Wu, L Schadler, C Brinson ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY 248, 2014 | | 2014 |
From QSAR To MQSPR and beyond: Using materials informatics to predict the mechanical and dielectric properties of polymers and nanocomposites using a combination of heuristic … CM Breneman, K Wu, L Schadler, C Brinson, Y Li, R Zhao, Y Huang ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY 248, 2014 | | 2014 |
Application of finite element modeling and viscoelasticity theory in characterization and prediction of dielectric relaxation process in polymer nanodielectrics H Zhao, Y Li, X Li, LC Brinson, Y Huang, TM Krentz, K Wu, C Breneman, ... | | 2014 |
Hybrid materials informatics (MQSPR) and simulation methods for predicting the thermomechanical and dielectric properties of polymers and nanocomposites CM Breneman, K Wu, L Morkowchuk, L Schadler, C Brinson, Y Li, M Krein ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY 246, 2013 | | 2013 |
New insights and tools for capturing, validating and utilizing structure/property data: Curiously similar approaches for drug discovery and materials science CM Breneman, K Wu, L Morkowchuk, J Zaretzki, S Das, M Krein ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY 246, 2013 | | 2013 |
Materials Science and Engineering: Chapter 16. From Drug Discovery QSAR to Predictive Materials QSPR: The Evolution of Descriptors, Methods, and Models K Wu, B Natarajan, L Morkowchuk, M Krein, CM Breneman Elsevier Inc. Chapters, 2013 | | 2013 |